Evidence map›Paper›PMID 41133691›Full record

ReviewBiotech (Basel (Switzerland))2025

Molecular Docking as a Key Driver of Biocontrol for Agri-Food Security.

María Isabel Iñiguez-Luna, Jorge David Cadena-Zamudio, Marco A Ramírez-Mosqueda, José Luis Aguirre-Noyola, Daniel Alejandro Cadena-Zamudio, Jorge Cadena-Iñiguez, Alma Armenta-Medina

Abstract readReview
In one paragraph

Review in Biotech (Basel (Switzerland)), 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

3 citing papers in PubMed.

  1. Article
  2. Article
  3. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

7 authors.

María Isabel Iñiguez-LunaGrupo Interdisciplinario de Investigación en Sechium edule en México, Agustín Melgar 10 Col. Niños Héroes, Texcoco C.P. 56160, Estado de México, Mexico.ORCID 0000-0002-2017-429X
Jorge David Cadena-ZamudioGrupo Interdisciplinario de Investigación en Sechium edule en México, Agustín Melgar 10 Col. Niños Héroes, Texcoco C.P. 56160, Estado de México, Mexico.ORCID 0000-0002-2855-4561
Marco A Ramírez-MosquedaCentro Nacional de Recursos Genéticos-INIFAP, Boulevard de la Biodiversidad 400, Rancho las Cruces, Tepatitlán de Morelos C.P. 47600, Jalisco, Mexico.ORCID 0000-0002-2477-4612
José Luis Aguirre-NoyolaCentro Nacional de Recursos Genéticos-INIFAP, Boulevard de la Biodiversidad 400, Rancho las Cruces, Tepatitlán de Morelos C.P. 47600, Jalisco, Mexico.ORCID 0000-0002-9695-7901
Daniel Alejandro Cadena-ZamudioGrupo Interdisciplinario de Investigación en Sechium edule en México, Agustín Melgar 10 Col. Niños Héroes, Texcoco C.P. 56160, Estado de México, Mexico.ORCID 0000-0002-6972-7414
Jorge Cadena-IñiguezGrupo Interdisciplinario de Investigación en Sechium edule en México, Agustín Melgar 10 Col. Niños Héroes, Texcoco C.P. 56160, Estado de México, Mexico.ORCID 0000-0002-6427-0646
Alma Armenta-MedinaCentro Nacional de Recursos Genéticos-INIFAP, Boulevard de la Biodiversidad 400, Rancho las Cruces, Tepatitlán de Morelos C.P. 47600, Jalisco, Mexico.ORCID 0000-0001-5551-439X

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Molecular docking has emerged as a pivotal computational approach in agri-food research, offering a rapid and targeted means to discover bioactive molecules for crop protection and food safety. Its ability to predict and visualize interactions between natural or synthetic compounds and specific biological targets provides valuable opportunities to address urgent agricultural challenges, including climate change and the rise in resistant crop pathogens. By enabling the in silico screening of diverse chemical entities, this technique facilitates the identification of molecules with antimicrobial and antifungal properties, specifically designed to interact with critical enzymatic pathways in plant pathogens. Recent advancements, such as the integration of molecular dynamics simulations and artificial intelligence-enhanced scoring functions, have significantly improved docking accuracy by addressing limitations like protein flexibility and solvent effects. These technological improvements have accelerated the discovery of eco-friendly biopesticides and multifunctional nutraceutical agents. Promising developments include nanoparticle-based delivery systems that enhance the stability and efficacy of bioactive molecules. Despite its potential, molecular docking still faces challenges related to incomplete protein structures, variability in scoring algorithms, and limited experimental validation in agricultural contexts. This work highlights these limitations while outlining current trends and future prospects to guide its effective application in agri-food biotechnology.

Indexed as

agri-food securitybiocontrolbiopesticidescrop pathogensmolecular dockingsustainable agriculture

Identifiers

PMID41133691
PMCPMC12550905

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.